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README.md

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-title: CohortBot
-emoji: 💬
-colorFrom: yellow
-colorTo: purple
-sdk: gradio
-sdk_version: 5.0.1
-app_file: app.py
-pinned: false
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-
-An example chatbot using [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).
+# CohortBot
+
+A Gradio-based chatbot for analyzing research community data and creating cohort visualizations. This bot can:
+- Process chat messages to extract researcher information
+- Analyze research fields and affiliations
+- Create visualizations of community data
+- Provide interactive chat responses using Zephyr-7b-beta model
+
+## Features
+- Message parsing with regex
+- Research field categorization
+- Affiliation distribution analysis
+- Interactive visualizations
+- Chat interface with LLM integration
+
+## Usage
+The bot can be accessed directly through this Hugging Face Space. Simply:
+1. Input your message in the chat interface
+2. Paste chat history in the designated text area
+3. Adjust model parameters if needed
+
+## Model
+Uses the HuggingFaceH4/zephyr-7b-beta model for generating responses